Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 2109.891449 2288.375976 2468.429042 2663.374120 2868.184066 3076.690881 3304.709720
2025-07-20 1840.030689 2109.091151 2389.992554 2703.952595 3043.895730 3399.739697 3799.259094
2025-07-27 1649.140628 1971.921263 2317.722726 2713.302287 3150.892647 3617.862184 4151.560113
2025-08-03 1494.328473 1854.371091 2248.817365 2708.998459 3227.161585 3788.836315 4439.959123
2025-08-10 1379.112637 1769.348868 2205.438344 2722.963137 3314.582268 3964.365305 4726.541424
2025-08-17 1264.910619 1676.075125 2144.372816 2709.121693 3363.837851 4091.601472 4954.351237
2025-08-24 1187.056695 1619.400656 2120.253493 2732.842304 3451.682467 4258.957413 5224.585633
2025-08-31 1096.036356 1540.834249 2065.128347 2715.542564 3487.998251 4364.243387 5421.530829
2025-09-07 1047.632493 1511.018933 2065.287148 2761.048367 3595.567145 4549.984593 5709.707092
2025-09-14 986.481516 1461.508554 2038.406523 2771.373617 3659.354528 4683.271109 5936.158400
2025-09-21 924.715211 1407.686153 2003.240258 2768.997716 3705.815015 4794.648338 6135.935291
2025-09-28 836.642928 1315.130652 1915.775856 2698.781367 3667.422322 4803.362443 6213.218708
2025-10-05 823.350850 1321.413125 1953.832463 2785.479435 3821.499433 5043.233886 6566.615157
2025-10-12 791.556472 1301.190121 1956.839390 2827.585057 3920.839518 5218.084796 6843.947403
2025-10-19 748.699989 1263.541304 1935.407603 2837.209598 3978.939772 5342.613469 7060.979297
2025-10-26 703.328109 1220.007143 1904.295601 2832.777471 4018.240821 5443.489221 7249.134291
2025-11-02 668.389244 1189.356103 1888.763809 2847.158357 4080.144807 5571.270188 7469.432654
2025-11-09 625.165294 1144.565228 1852.428222 2832.904380 4104.708996 5652.523145 7632.940203
2025-11-16 598.623244 1122.791410 1846.247579 2857.331523 4177.753194 5793.064369 7868.458642
2025-11-23 559.175342 1079.774702 1809.232292 2839.516711 4195.705442 5864.755970 8019.520708
2025-11-30 543.765259 1072.333812 1821.010633 2886.374976 4296.563453 6039.360326 8296.858607
2025-12-07 517.520574 1046.877543 1806.467847 2897.006028 4350.019220 6154.592114 8501.246953
2025-12-14 488.718700 1015.949248 1782.994884 2894.559795 4385.748342 6247.187066 8677.543321